{"id":25171,"date":"2025-11-22T11:21:24","date_gmt":"2025-11-22T04:21:24","guid":{"rendered":"https:\/\/base.vn\/blog\/?p=25171"},"modified":"2026-01-26T11:10:54","modified_gmt":"2026-01-26T04:10:54","slug":"he-thong-mes-la-gi","status":"publish","type":"post","link":"https:\/\/base.vn\/blog\/he-thong-mes-la-gi\/","title":{"rendered":"MES l\u00e0 g\u00ec? Vai tr\u00f2 quan tr\u1ecdng c\u1ee7a h\u1ec7 th\u1ed1ng \u0111i\u1ec1u h\u00e0nh s\u1ea3n xu\u1ea5t MES"},"content":{"rendered":"\n

Trong m\u1ed9t quy tr\u00ecnh s\u1ea3n xu\u1ea5t, MES (Manufacturing Execution System) \u0111\u00f3ng vai tr\u00f2 c\u1ea7u n\u1ed1i gi\u1eefa k\u1ebf ho\u1ea1ch qu\u1ea3n l\u00fd c\u1ea5p cao v\u00e0 th\u1ef1c t\u1ebf v\u1eadn h\u00e0nh tr\u00ean s\u00e0n nh\u00e0 m\u00e1y. V\u1eady th\u1ef1c ch\u1ea5t th\u00ec MES l\u00e0 g\u00ec?<\/strong> C\u1ea5u tr\u00fac c\u1ee7a MES g\u1ed3m nh\u1eefng th\u00e0nh ph\u1ea7n n\u00e0o? V\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u1ee9ng d\u1ee5ng MES hi\u1ec7u qu\u1ea3 v\u00e0o ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t th\u1ef1c t\u1ebf? H\u00e3y c\u00f9ng Base.vn<\/a> t\u00ecm hi\u1ec3u chi ti\u1ebft trong n\u1ed9i dung sau.<\/p>\n\n\n\n

1. MES l\u00e0 g\u00ec?<\/h2>\n\n\n\n

1.1 \u0110\u1ecbnh ngh\u0129a MES (Manufacturing Execution System)<\/h3>\n\n\n\n

MES<\/strong> l\u00e0 vi\u1ebft t\u1eaft c\u1ee7a Manufacturing Execution System<\/strong>, \u0111\u01b0\u1ee3c hi\u1ec3u l\u00e0 h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m chuy\u00ean bi\u1ec7t \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u ph\u1ed1i to\u00e0n b\u1ed9 quy tr\u00ecnh s\u1ea3n xu\u1ea5t t\u1ea1i nh\u00e0 m\u00e1y theo th\u1eddi gian th\u1ef1c. Kh\u00e1c v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd truy\u1ec1n th\u1ed1ng, MES t\u1eadp trung v\u00e0o vi\u1ec7c th\u1ef1c thi v\u00e0 ki\u1ec3m so\u00e1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t t\u1eeb khi l\u1ec7nh s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c tri\u1ec3n khai cho \u0111\u1ebfn khi s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c ho\u00e0n th\u00e0nh.<\/p>\n\n\n\n

Theo \u0111\u1ecbnh ngh\u0129a c\u1ee7a MESA International<\/a> (t\u1ed5 ch\u1ee9c h\u00e0ng \u0111\u1ea7u v\u1ec1 ti\u00eau chu\u1ea9n MES), h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt li\u00ean t\u1ee5c, c\u00f3 ch\u1ee9c n\u0103ng h\u01b0\u1edbng d\u1eabn, c\u1ea3nh b\u00e1o v\u00e0 b\u00e1o c\u00e1o c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c, gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u qu\u1ea3 v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro trong s\u1ea3n xu\u1ea5t<\/a>. N\u00f3i c\u00e1ch kh\u00e1c, MES ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t trung t\u00e2m th\u00f4ng tin \u0111\u1ed9ng, thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c thi\u1ebft b\u1ecb, m\u00e1y m\u00f3c, c\u1ea3m bi\u1ebfn v\u00e0 nh\u00e2n c\u00f4ng, sau \u0111\u00f3 x\u1eed l\u00fd d\u1eef li\u1ec7u n\u00e0y th\u00e0nh c\u00e1c b\u00e1o c\u00e1o c\u00f3 gi\u00e1 tr\u1ecb ph\u1ee5c v\u1ee5 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n\n\n\n

1.2 \u00dd ngh\u0129a trong ti\u1ebfng Vi\u1ec7t v\u00e0 ngu\u1ed3n g\u1ed1c t\u00ean g\u1ecdi<\/h3>\n\n\n\n

Trong ti\u1ebfng Vi\u1ec7t, MES th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 “H\u1ec7 th\u1ed1ng Th\u1ef1c thi S\u1ea3n xu\u1ea5t” ho\u1eb7c “H\u1ec7 th\u1ed1ng \u0110i\u1ec1u h\u00e0nh S\u1ea3n xu\u1ea5t” \u0111\u1ec3 ph\u1ea3n \u00e1nh \u0111\u00fang b\u1ea3n ch\u1ea5t ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ec7 th\u1ed1ng. T\u00ean g\u1ecdi Manufacturing Execution System xu\u1ea5t ph\u00e1t t\u1eeb kh\u1ea3 n\u0103ng “th\u1ef1c thi” (execute) c\u00e1c k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t m\u1ed9t c\u00e1ch c\u1ee5 th\u1ec3 v\u00e0 c\u00f3 ki\u1ec3m so\u00e1t, kh\u00e1c v\u1edbi vi\u1ec7c ch\u1ec9 l\u1eadp k\u1ebf ho\u1ea1ch hay gi\u00e1m s\u00e1t \u0111\u01a1n thu\u1ea7n.<\/p>\n\n\n\n

Thu\u1eadt ng\u1eef n\u00e0y xu\u1ea5t hi\u1ec7n v\u00e0o nh\u1eefng n\u0103m 1990 khi ng\u00e0nh s\u1ea3n xu\u1ea5t b\u1eaft \u0111\u1ea7u nh\u1eadn ra kho\u1ea3ng c\u00e1ch l\u1edbn gi\u1eefa h\u1ec7 th\u1ed1ng ho\u1ea1ch \u0111\u1ecbnh t\u00e0i nguy\u00ean doanh nghi\u1ec7p (ERP) \u1edf c\u1ea5p qu\u1ea3n l\u00fd v\u00e0 h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n t\u1ef1 \u0111\u1ed9ng (SCADA, PLC) \u1edf c\u1ea5p v\u1eadn h\u00e0nh. MES \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng trung gian l\u1ea5p \u0111\u1ea7y kho\u1ea3ng tr\u1ed1ng n\u00e0y.<\/p>\n\n\n

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\"MES
MES l\u00e0 g\u00ec?<\/em><\/figcaption><\/figure><\/div>\n\n\n

1.3 Vai tr\u00f2 c\u1ee7a MES trong h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i<\/h3>\n\n\n\n

Trong m\u00f4 h\u00ecnh nh\u00e0 m\u00e1y hi\u1ec7n \u0111\u1ea1i, MES \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 m\u1ed9t “b\u1ed9 n\u00e3o trung \u01b0\u01a1ng” \u0111i\u1ec1u ph\u1ed1i m\u1ecdi ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t. H\u1ec7 th\u1ed1ng n\u00e0y kh\u00f4ng ch\u1ec9 thu th\u1eadp th\u00f4ng tin m\u00e0 c\u00f2n ph\u00e2n t\u00edch, x\u1eed l\u00fd v\u00e0 \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb c\u1ee5 th\u1ec3 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh.<\/p>\n\n\n\n

Vai tr\u00f2 quan tr\u1ecdng nh\u1ea5t c\u1ee7a MES l\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i v\u00e0 \u0111\u1ed3ng b\u1ed9 h\u00f3a to\u00e0n b\u1ed9 chu\u1ed7i s\u1ea3n xu\u1ea5t. Sau khi nh\u1eadn l\u1ec7nh s\u1ea3n xu\u1ea5t t\u1eeb h\u1ec7 th\u1ed1ng ERP, MES s\u1ebd b\u1eaft \u0111\u1ea7u ph\u00e2n t\u00edch kh\u1ea3 n\u0103ng s\u1ea3n xu\u1ea5t th\u1ef1c t\u1ebf, ph\u00e2n b\u1ed5 t\u00e0i nguy\u00ean h\u1ee3p l\u00fd, theo d\u00f5i ti\u1ebfn \u0111\u1ed9 t\u1eebng c\u00f4ng \u0111o\u1ea1n v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u ra. Khi ph\u00e1t sinh s\u1ef1 c\u1ed1, MES s\u1ebd ngay l\u1eadp t\u1ee9c ph\u00e1t ra c\u1ea3nh b\u00e1o v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c gi\u1ea3i ph\u00e1p kh\u1eafc ph\u1ee5c, gi\u00fap gi\u1ea3m thi\u1ec3u th\u1eddi gian ng\u1eebng m\u00e1y v\u00e0 t\u1ed5n th\u1ea5t s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

Ri\u00eang t\u1ea1i Vi\u1ec7t Nam, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00e1c khu c\u00f4ng nghi\u1ec7p v\u00e0 l\u00e0n s\u00f3ng FDI, nhi\u1ec1u nh\u00e0 m\u00e1y \u0111\u00e3 b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng MES \u0111\u1ec3 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u kh\u1eaft khe v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c s\u1ea3n ph\u1ea9m. C\u00e1c doanh nghi\u1ec7p trong ng\u00e0nh \u0111i\u1ec7n t\u1eed, th\u1ef1c ph\u1ea9m v\u00e0 d\u01b0\u1ee3c ph\u1ea9m \u0111\u1eb7c bi\u1ec7t quan t\u00e2m \u0111\u1ebfn kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t chi ti\u1ebft t\u1eebng l\u00f4 s\u1ea3n ph\u1ea9m c\u1ee7a MES.<\/p>\n\n\n\n

\u0110\u1ecdc th\u00eam:<\/strong> \u0110i\u1ec1u h\u00e0nh s\u1ea3n xu\u1ea5t l\u00e0 g\u00ec? Vai tr\u00f2 trong doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t<\/a><\/p>\n\n\n\n

2. Ch\u1ee9c n\u0103ng ch\u00ednh v\u00e0 c\u1ea5u tr\u00fac h\u1ec7 th\u1ed1ng MES<\/h2>\n\n\n\n

2.1 C\u00e1c ch\u1ee9c n\u0103ng c\u1ed1t l\u00f5i c\u1ee7a MES<\/h3>\n\n\n\n

MES \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean m\u1ed9t lo\u1ea1t c\u00e1c ch\u1ee9c n\u0103ng t\u00edch h\u1ee3p, t\u1ea1o n\u00ean m\u1ed9t h\u1ec7 sinh th\u00e1i qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t ho\u00e0n ch\u1ec9nh. Nh\u1eefng ch\u1ee9c n\u0103ng ch\u00ednh c\u1ee7a MES bao g\u1ed3m:<\/p>\n\n\n\n

– Qu\u1ea3n l\u00fd quy tr\u00ecnh s\u1ea3n xu\u1ea5t: <\/strong>Bao g\u1ed3m vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch chi ti\u1ebft cho t\u1eebng l\u1ec7nh s\u1ea3n xu\u1ea5t, ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c v\u00e0 theo d\u00f5i ti\u1ebfn \u0111\u1ed9 th\u1ef1c hi\u1ec7n. H\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh k\u1ebf ho\u1ea1ch khi c\u00f3 thay \u0111\u1ed5i v\u1ec1 \u0111\u01a1n h\u00e0ng ho\u1eb7c kh\u1ea3 n\u0103ng s\u1ea3n xu\u1ea5t, b\u1ea3o \u0111\u1ea3m t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t m\u00e0 v\u1eabn \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u giao h\u00e0ng \u0111\u00fang h\u1ea1n.<\/p>\n\n\n\n

– Gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t th\u1eddi gian th\u1ef1c:<\/strong> Th\u00f4ng qua m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb IoT, h\u1ec7 th\u1ed1ng s\u1ebd li\u00ean t\u1ee5c thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 tr\u1ea1ng th\u00e1i m\u00e1y m\u00f3c, t\u1ed1c \u0111\u1ed9 s\u1ea3n xu\u1ea5t, nhi\u1ec7t \u0111\u1ed9, \u00e1p su\u1ea5t v\u00e0 h\u00e0ng lo\u1ea1t c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt kh\u00e1c. D\u1eef li\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c x\u1eed l\u00fd t\u1ee9c th\u1eddi \u0111\u1ec3 cung c\u1ea5p c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u1ec1 t\u00ecnh h\u00ecnh s\u1ea3n xu\u1ea5t, cho ph\u00e9p nh\u00e0 qu\u1ea3n l\u00fd can thi\u1ec7p k\u1ecbp th\u1eddi khi c\u1ea7n thi\u1ebft.<\/p>\n\n\n\n

– Qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c: <\/strong>MES ghi l\u1ea1i to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t c\u1ee7a t\u1eebng s\u1ea3n ph\u1ea9m, t\u1eeb nguy\u00ean li\u1ec7u \u0111\u1ea7u v\u00e0o, c\u00e1c c\u00f4ng \u0111o\u1ea1n gia c\u00f4ng, ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ebfn th\u00e0nh ph\u1ea9m cu\u1ed1i c\u00f9ng. Kh\u1ea3 n\u0103ng n\u00e0y kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 vi\u1ec7c ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng m\u00e0 c\u00f2n gi\u00fap tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh ng\u00e0nh nh\u01b0 GMP, ISO, ho\u1eb7c FDA.<\/p>\n\n\n\n

– Qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean:<\/strong> Bao g\u1ed3m vi\u1ec7c theo d\u00f5i v\u00e0 \u0111i\u1ec1u ph\u1ed1i nh\u00e2n s\u1ef1, m\u00e1y m\u00f3c, thi\u1ebft b\u1ecb v\u00e0 v\u1eadt t\u01b0. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 theo d\u00f5i k\u1ef9 n\u0103ng v\u00e0 l\u1ecbch l\u00e0m vi\u1ec7c c\u1ee7a t\u1eebng c\u00f4ng nh\u00e2n, tr\u1ea1ng th\u00e1i ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1eebng m\u00e1y m\u00f3c, v\u00e0 m\u1ee9c t\u1ed3n kho c\u1ee7a nguy\u00ean v\u1eadt li\u1ec7u. T\u1eeb \u0111\u00f3, MES \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t ph\u00e2n b\u1ed5 t\u00e0i nguy\u00ean h\u1ee3p l\u00fd \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t cao nh\u1ea5t.<\/p>\n\n\n\n

– B\u00e1o c\u00e1o v\u00e0 ph\u00e2n t\u00edch s\u1ed1 li\u1ec7u s\u1ea3n xu\u1ea5t:<\/strong> MES cung c\u1ea5p nhi\u1ec1u lo\u1ea1i b\u00e1o c\u00e1o t\u1eeb b\u00e1o c\u00e1o theo th\u1eddi gian th\u1ef1c \u0111\u1ebfn b\u00e1o c\u00e1o t\u1ed5ng h\u1ee3p theo tu\u1ea7n, th\u00e1ng, qu\u00fd. H\u1ec7 th\u1ed1ng c\u00f2n t\u1ef1 \u0111\u1ed9ng t\u00ednh to\u00e1n c\u00e1c ch\u1ec9 s\u1ed1 nh\u01b0 OEE (Overall Equipment Effectiveness)<\/a>, th\u1eddi gian chu k\u1ef3, t\u1ef7 l\u1ec7 s\u1ea3n ph\u1ea9m l\u1ed7i v\u00e0 chi ph\u00ed s\u1ea3n xu\u1ea5t \u0111\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ec7c \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t v\u00e0 c\u1ea3i ti\u1ebfn khi c\u1ea7n.<\/p>\n\n\n

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\"Ch\u1ee9c
Ch\u1ee9c n\u0103ng ch\u00ednh v\u00e0 c\u1ea5u tr\u00fac h\u1ec7 th\u1ed1ng MES<\/em><\/figcaption><\/figure><\/div>\n\n\n

2.2 Th\u00e0nh ph\u1ea7n trong ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng MES v\u00e0 c\u00e1ch v\u1eadn h\u00e0nh<\/h3>\n\n\n\n

Ki\u1ebfn tr\u00fac c\u1ee7a MES \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf theo m\u00f4 h\u00ecnh \u0111a t\u1ea7ng, v\u1edbi m\u1ed7i t\u1ea7ng \u0111\u1ea3m nhi\u1ec7m m\u1ed9t vai tr\u00f2 ri\u00eang trong vi\u1ec7c thu th\u1eadp, x\u1eed l\u00fd v\u00e0 tr\u00ecnh b\u00e0y th\u00f4ng tin. T\u1ea7ng d\u01b0\u1edbi c\u00f9ng l\u00e0 t\u1ea7ng thu th\u1eadp d\u1eef li\u1ec7u, bao g\u1ed3m c\u00e1c c\u1ea3m bi\u1ebfn, thi\u1ebft b\u1ecb \u0111o l\u01b0\u1eddng, m\u00e1y m\u00f3c s\u1ea3n xu\u1ea5t v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n nh\u01b0 PLC (Programmable Logic Controller). C\u00e1c thi\u1ebft b\u1ecb n\u00e0y ho\u1ea1t \u0111\u1ed9ng nh\u01b0 \u201cm\u1eaft v\u00e0 tai” c\u1ee7a h\u1ec7 th\u1ed1ng, li\u00ean t\u1ee5c g\u1eedi th\u00f4ng tin v\u1ec1 tr\u1ea1ng th\u00e1i v\u1eadn h\u00e0nh l\u00ean c\u00e1c t\u1ea7ng cao h\u01a1n.<\/p>\n\n\n\n

T\u1ea7ng trung gian l\u00e0 n\u01a1i di\u1ec5n ra vi\u1ec7c x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1ea1i \u0111\u00e2y, c\u00e1c m\u00e1y ch\u1ee7 MES nh\u1eadn d\u1eef li\u1ec7u th\u00f4 t\u1eeb t\u1ea7ng d\u01b0\u1edbi, th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh, so s\u00e1nh v\u1edbi c\u00e1c ng\u01b0\u1ee1ng \u0111\u1ecbnh tr\u01b0\u1edbc v\u00e0 \u00e1p d\u1ee5ng c\u00e1c quy t\u1eafc nghi\u1ec7p v\u1ee5 \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c c\u1ea3nh b\u00e1o ho\u1eb7c khuy\u1ebfn ngh\u1ecb. T\u1ea7ng n\u00e0y c\u0169ng ch\u1ecbu tr\u00e1ch nhi\u1ec7m l\u01b0u tr\u1eef d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh to\u00e0n v\u1eb9n c\u1ee7a th\u00f4ng tin.<\/p>\n\n\n\n

T\u1ea7ng tr\u00ean c\u00f9ng l\u00e0 giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng, n\u01a1i th\u00f4ng tin \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng dashboard (b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n), b\u00e1o c\u00e1o v\u00e0 bi\u1ec3u \u0111\u1ed3 tr\u1ef1c quan. Giao di\u1ec7n n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c vai tr\u00f2 kh\u00e1c nhau trong nh\u00e0 m\u00e1y, t\u1eeb c\u00f4ng nh\u00e2n v\u1eadn h\u00e0nh \u0111\u1ebfn nh\u00e0 qu\u1ea3n l\u00fd c\u1ea5p cao. M\u1ed7i ng\u01b0\u1eddi d\u00f9ng s\u1ebd \u0111\u01b0\u1ee3c c\u1ea5p quy\u1ec1n truy c\u1eadp th\u00f4ng tin t\u01b0\u01a1ng \u1ee9ng v\u1edbi vai tr\u00f2 c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n

2.3 T\u00edch h\u1ee3p MES v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c: ERP, SCADA, IoT<\/h3>\n\n\n\n

S\u1ee9c m\u1ea1nh th\u1ef1c s\u1ef1 c\u1ee7a MES c\u00f2n \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c trong doanh nghi\u1ec7p.<\/p>\n\n\n\n

– K\u1ebft n\u1ed1i v\u1edbi ERP (Enterprise Resource Planning)<\/strong> l\u00e0 m\u1ed1i li\u00ean k\u1ebft quan tr\u1ecdng nh\u1ea5t, cho ph\u00e9p MES nh\u1eadn c\u00e1c l\u1ec7nh s\u1ea3n xu\u1ea5t, k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t t\u1eeb c\u1ea5p qu\u1ea3n l\u00fd v\u00e0 g\u1eedi ng\u01b0\u1ee3c l\u1ea1i c\u00e1c th\u00f4ng tin v\u1ec1 ti\u1ebfn \u0111\u1ed9 th\u1ef1c hi\u1ec7n, ti\u00eau hao nguy\u00ean v\u1eadt li\u1ec7u v\u00e0 chi ph\u00ed s\u1ea3n xu\u1ea5t th\u1ef1c t\u1ebf.<\/p>\n\n\n\n

– T\u00edch h\u1ee3p v\u1edbi SCADA (Supervisory Control and Data Acquisition)<\/a><\/strong> v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n c\u00f4ng nghi\u1ec7p kh\u00e1c cho ph\u00e9p MES nh\u1eadn bi\u1ebft chuy\u00ean s\u00e2u v\u1ec1 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u1eebng thi\u1ebft b\u1ecb, m\u00e1y m\u00f3c. Trong khi SCADA t\u1eadp trung v\u00e0o vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n v\u00e0 gi\u00e1m s\u00e1t tr\u1ef1c ti\u1ebfp, th\u00ec MES s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 ph\u00e2n t\u00edch xu h\u01b0\u1edbng, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t t\u1ed5ng th\u1ec3.<\/p>\n\n\n\n

Ngo\u00e0i ra, xu h\u01b0\u1edbng IoT (Internet of Things) c\u0169ng \u0111ang m\u1edf ra nh\u1eefng kh\u1ea3 n\u0103ng m\u1edbi cho MES trong vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u. C\u00e1c thi\u1ebft b\u1ecb IoT c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t \u1edf m\u1ecdi n\u01a1i trong nh\u00e0 m\u00e1y, t\u1eeb m\u00e1y m\u00f3c s\u1ea3n xu\u1ea5t \u0111\u1ebfn kho b\u00e3i, v\u0103n ph\u00f2ng, t\u1ea1o ra m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn to\u00e0n di\u1ec7n. D\u1eef li\u1ec7u t\u1eeb IoT kh\u00f4ng ch\u1ec9 phong ph\u00fa v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng m\u00e0 c\u00f2n \u0111a d\u1ea1ng v\u1ec1 lo\u1ea1i h\u00ecnh, gi\u00fap MES c\u00f3 c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u00e0 s\u00e2u s\u1eafc h\u01a1n v\u1ec1 ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

3. L\u1ee3i \u00edch th\u1ef1c t\u1ebf khi tri\u1ec3n khai MES<\/h2>\n\n\n\n

3.1 T\u0103ng hi\u1ec7u qu\u1ea3 v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t<\/h3>\n\n\n\n

Khi tri\u1ec3n khai MES, doanh nghi\u1ec7p s\u1ebd thu \u0111\u01b0\u1ee3c nh\u1eefng c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 v\u1ec1 hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t. H\u1ec7 th\u1ed1ng gi\u00fap gi\u1ea3m th\u1eddi gian ch\u1ebft m\u00e1y th\u00f4ng qua vi\u1ec7c d\u1ef1 \u0111o\u00e1n v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch b\u1ea3o tr\u00ec m\u1ed9t c\u00e1ch ch\u1ee7 \u0111\u1ed9ng, thay v\u00ec ch\u1edd \u0111\u1ebfn khi thi\u1ebft b\u1ecb h\u1ecfng m\u1edbi kh\u1eafc ph\u1ee5c. V\u1edbi kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c, MES c\u00f3 th\u1ec3 s\u1edbm ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng v\u00e0 c\u1ea3nh b\u00e1o cho \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt k\u1ecbp th\u1eddi can thi\u1ec7p.<\/p>\n\n\n\n

T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c bottleneck (n\u00fat th\u1eaft) trong d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t<\/a>. MES c\u00f3 th\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c c\u00e1ch s\u1eafp x\u1ebfp l\u1ea1i tr\u00ecnh t\u1ef1 c\u00f4ng vi\u1ec7c, ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c ho\u1eb7c \u0111i\u1ec1u ch\u1ec9nh th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00f4ng l\u01b0\u1ee3ng cao nh\u1ea5t.<\/p>\n\n\n\n

Th\u00eam v\u00e0o \u0111\u00f3, MES c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng l\u1eadp k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t linh ho\u1ea1t. Khi c\u00f3 thay \u0111\u1ed5i v\u1ec1 \u0111\u01a1n h\u00e0ng ho\u1eb7c xu\u1ea5t hi\u1ec7n s\u1ef1 c\u1ed1 b\u1ea5t ng\u1edd, MES s\u1ebd nhanh ch\u00f3ng t\u00ednh to\u00e1n l\u1ea1i v\u00e0 \u0111\u01b0a ra k\u1ebf ho\u1ea1ch m\u1edbi, gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ti\u1ebfn \u0111\u1ed9 giao h\u00e0ng v\u00e0 chi ph\u00ed s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

3.2 Minh b\u1ea1ch h\u00f3a d\u1eef li\u1ec7u v\u00e0 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng<\/h3>\n\n\n\n

MES chuy\u1ec3n \u0111\u1ed5i m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t t\u1eeb m\u00f4 h\u00ecnh “h\u1ed9p \u0111en” sang “nh\u00e0 k\u00ednh”, n\u01a1i m\u1ecdi ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec1u \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t v\u00e0 ghi nh\u1eadn chi ti\u1ebft. S\u1ef1 minh b\u1ea1ch n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap nh\u00e0 qu\u1ea3n l\u00fd n\u1eafm b\u1eaft t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf m\u00e0 c\u00f2n t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c ph\u00e2n t\u00edch v\u00e0 c\u1ea3i ti\u1ebfn.<\/p>\n\n\n\n

Dashboard th\u1eddi gian th\u1ef1c cung c\u1ea5p c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 t\u00ecnh h\u00ecnh s\u1ea3n xu\u1ea5t, v\u1edbi c\u00e1c ch\u1ec9 s\u1ed1 quan tr\u1ecdng \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt li\u00ean t\u1ee5c. Nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 theo d\u00f5i ti\u1ebfn \u0111\u1ed9 t\u1eebng \u0111\u01a1n h\u00e0ng, t\u00ecnh tr\u1ea1ng thi\u1ebft b\u1ecb, ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 nhi\u1ec1u y\u1ebfu t\u1ed1 kh\u00e1c ch\u1ec9 b\u1eb1ng m\u1ed9t c\u00e1i nh\u00ecn. Khi c\u00f3 v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh, h\u1ec7 th\u1ed1ng s\u1ebd ngay l\u1eadp t\u1ee9c g\u1eedi c\u1ea3nh b\u00e1o qua nhi\u1ec1u k\u00eanh kh\u00e1c nhau nh\u01b0 email, SMS, ho\u1eb7c th\u00f4ng b\u00e1o tr\u00ean \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng.<\/p>\n\n\n\n

\u0110\u1ed3ng th\u1eddi, kh\u1ea3 n\u0103ng truy xu\u1ea5t th\u00f4ng tin nhanh ch\u00f3ng c\u1ee7a h\u1ec7 th\u1ed1ng s\u1ebd gi\u00fap doanh nghi\u1ec7p ph\u1ea3n \u1ee9ng k\u1ecbp th\u1eddi v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng kh\u1ea9n c\u1ea5p. V\u00ed d\u1ee5, khi kh\u00e1ch h\u00e0ng y\u00eau c\u1ea7u thay \u0111\u1ed5i \u0111\u1eb7c t\u00ednh k\u1ef9 thu\u1eadt c\u1ee7a s\u1ea3n ph\u1ea9m, MES c\u00f3 th\u1ec3 ngay l\u1eadp t\u1ee9c \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t, chi ph\u00ed v\u00e0 th\u1eddi gian giao h\u00e0ng, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra \u0111\u1ec1 xu\u1ea5t ph\u00f9 h\u1ee3p.<\/p>\n\n\n

\n
\"L\u1ee3i
L\u1ee3i \u00edch th\u1ef1c t\u1ebf khi tri\u1ec3n khai MES<\/em><\/figcaption><\/figure><\/div>\n\n\n

3.3 Gi\u1ea3m l\u00e3ng ph\u00ed, gi\u1ea3m l\u1ed7i, n\u00e2ng cao ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng<\/h3>\n\n\n\n

MES g\u00f3p ph\u1ea7n l\u1edbn v\u00e0o vi\u1ec7c th\u1ef1c hi\u1ec7n tri\u1ebft l\u00fd Lean Manufacturing (s\u1ea3n xu\u1ea5t tinh g\u1ecdn) th\u00f4ng qua vi\u1ec7c x\u00e1c \u0111\u1ecbnh v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c h\u00ecnh th\u1ee9c l\u00e3ng ph\u00ed trong s\u1ea3n xu\u1ea5t. H\u1ec7 th\u1ed1ng theo d\u00f5i vi\u1ec7c s\u1eed d\u1ee5ng nguy\u00ean v\u1eadt li\u1ec7u, th\u1eddi gian gia c\u00f4ng v\u00e0 n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5, t\u1eeb \u0111\u00f3 x\u00e1c \u0111\u1ecbnh c\u00e1c khu v\u1ef1c c\u00f3 ti\u1ec1m n\u0103ng c\u1ea3i thi\u1ec7n.<\/p>\n\n\n\n

Gi\u1ea3m thi\u1ec3u l\u1ed7i s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua vi\u1ec7c ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 quy tr\u00ecnh s\u1ea3n xu\u1ea5t<\/a>. MES c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng d\u1eebng d\u00e2y chuy\u1ec1n khi ph\u00e1t hi\u1ec7n s\u1ea3n ph\u1ea9m kh\u00f4ng \u0111\u1ea1t ti\u00eau chu\u1ea9n, ng\u0103n ch\u1eb7n vi\u1ec7c s\u1ea3n xu\u1ea5t th\u00eam c\u00e1c s\u1ea3n ph\u1ea9m l\u1ed7i. H\u1ec7 th\u1ed1ng c\u0169ng ghi l\u1ea1i to\u00e0n b\u1ed9 th\u00f4ng tin v\u1ec1 nguy\u00ean nh\u00e2n g\u00e2y l\u1ed7i, gi\u00fap \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch v\u00e0 \u0111\u01b0a ra bi\u1ec7n ph\u00e1p kh\u1eafc ph\u1ee5c l\u00e2u d\u00e0i.<\/p>\n\n\n\n

Ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c n\u00e2ng cao b\u1eb1ng vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c thi\u1ebft b\u1ecb \u0111o l\u01b0\u1eddng v\u00e0 ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng v\u00e0o quy tr\u00ecnh s\u1ea3n xu\u1ea5t. M\u1ecdi s\u1ea3n ph\u1ea9m \u0111\u1ec1u \u0111\u01b0\u1ee3c ki\u1ec3m tra theo c\u00e1c ti\u00eau chu\u1ea9n \u0111\u1ecbnh tr\u01b0\u1edbc, v\u00e0 k\u1ebft qu\u1ea3 ki\u1ec3m tra \u0111\u01b0\u1ee3c ghi l\u1ea1i \u0111\u1ec3 ph\u1ee5c v\u1ee5 vi\u1ec7c truy xu\u1ea5t ngu\u1ed3n g\u1ed1c sau n\u00e0y.<\/p>\n\n\n\n

3.4 \u0110\u00e1p \u1ee9ng y\u00eau c\u1ea7u tu\u00e2n th\u1ee7, truy xu\u1ea5t ngu\u1ed3n g\u1ed1c s\u1ea3n ph\u1ea9m<\/h3>\n\n\n\n

C\u00e1c quy \u0111\u1ecbnh v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 an to\u00e0n ng\u00e0y c\u00e0ng kh\u1eaft khe, khi\u1ebfn kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c c\u1ee7a MES tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 then ch\u1ed1t gi\u00fap doanh nghi\u1ec7p tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf. H\u1ec7 th\u1ed1ng ghi nh\u1eadn \u0111\u1ea7y \u0111\u1ee7 th\u00f4ng tin v\u1ec1 t\u1eebng l\u00f4 h\u00e0ng, bao g\u1ed3m ngu\u1ed3n g\u1ed1c nguy\u00ean li\u1ec7u, \u0111i\u1ec1u ki\u1ec7n b\u1ea3o qu\u1ea3n, th\u1eddi gian gia c\u00f4ng, th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 k\u1ebft qu\u1ea3 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n\n\n\n

\u0110\u1ed1i v\u1edbi ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m, MES h\u1ed7 tr\u1ee3 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh GMP (Good Manufacturing Practice)<\/a> b\u1eb1ng c\u00e1ch l\u01b0u l\u1ea1i to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, t\u1eeb vi\u1ec7c c\u00e2n nguy\u00ean li\u1ec7u \u0111\u1ebfn \u0111\u00f3ng g\u00f3i th\u00e0nh ph\u1ea9m. M\u1ecdi thay \u0111\u1ed5i ho\u1eb7c can thi\u1ec7p \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i v\u1edbi timestamp (k\u00fd s\u1ed1 \u0111\u00f3ng d\u1ea5u th\u1eddi gian) v\u00e0 th\u00f4ng tin ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n..<\/p>\n\n\n\n

Trong ng\u00e0nh th\u1ef1c ph\u1ea9m, kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c c\u1ee7a MES \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng khi c\u00f3 s\u1ef1 c\u1ed1 v\u1ec1 an to\u00e0n th\u1ef1c ph\u1ea9m. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nhanh ch\u00f3ng x\u00e1c \u0111\u1ecbnh t\u1ea5t c\u1ea3 c\u00e1c s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t t\u1eeb c\u00f9ng m\u1ed9t l\u00f4 nguy\u00ean li\u1ec7u c\u00f3 v\u1ea5n \u0111\u1ec1, gi\u00fap doanh nghi\u1ec7p thu h\u1ed3i s\u1ea3n ph\u1ea9m m\u1ed9t c\u00e1ch chu\u1ea9n x\u00e1c.<\/p>\n\n\n\n

4. So s\u00e1nh MES v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t kh\u00e1c<\/h2>\n\n\n\n

4.1 So s\u00e1nh MES v\u00e0 ERP<\/h3>\n\n\n\n

M\u1eb7c d\u00f9 MES v\u00e0 ERP<\/a> \u0111\u1ec1u l\u00e0 nh\u1eefng h\u1ec7 th\u1ed1ng ch\u1ee7 ch\u1ed1t trong doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t nh\u01b0ng m\u1ed7i h\u1ec7 th\u1ed1ng l\u1ea1i ph\u1ee5c v\u1ee5 cho nh\u1eefng m\u1ee5c \u0111\u00edch ho\u00e0n to\u00e0n kh\u00e1c nhau. ERP t\u1eadp trung v\u00e0o vi\u1ec7c qu\u1ea3n tr\u1ecb t\u1ed5ng th\u1ec3 c\u00e1c t\u00e0i nguy\u00ean c\u1ee7a doanh nghi\u1ec7p, bao g\u1ed3m t\u00e0i ch\u00ednh, nh\u00e2n s\u1ef1, mua b\u00e1n, logistics v\u00e0 l\u1eadp k\u1ebf ho\u1ea1ch d\u00e0i h\u1ea1n. Trong khi \u0111\u00f3, MES chuy\u00ean s\u00e2u v\u00e0o vi\u1ec7c th\u1ef1c thi v\u00e0 gi\u00e1m s\u00e1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t tr\u1ef1c ti\u1ebfp tr\u00ean s\u00e0n nh\u00e0 m\u00e1y.<\/p>\n\n\n\n

V\u1ec1 m\u1eb7t th\u1eddi gian, ERP ho\u1ea1t \u0111\u1ed9ng v\u1edbi chu k\u1ef3 t\u00ednh b\u1eb1ng ng\u00e0y, tu\u1ea7n ho\u1eb7c th\u00e1ng, ph\u00f9 h\u1ee3p v\u1edbi vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 b\u00e1o c\u00e1o t\u00e0i ch\u00ednh. MES ho\u1ea1t \u0111\u1ed9ng theo th\u1eddi gian th\u1ef1c, v\u1edbi kh\u1ea3 n\u0103ng c\u1eadp nh\u1eadt th\u00f4ng tin theo gi\u00e2y ho\u1eb7c ph\u00fat, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u ch\u1ec9nh k\u1ecbp th\u1eddi c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

Ph\u1ea1m vi d\u1eef li\u1ec7u m\u00e0 hai h\u1ec7 th\u1ed1ng x\u1eed l\u00fd c\u0169ng kh\u00e1c nhau. ERP l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p, v\u00ed d\u1ee5 nh\u01b0 t\u1ed5ng s\u1ed1 s\u1ea3n ph\u1ea9m c\u1ea7n s\u1ea3n xu\u1ea5t trong th\u00e1ng, t\u1ed5ng chi ph\u00ed nguy\u00ean v\u1eadt li\u1ec7u, t\u1ed5ng doanh thu. C\u00f2n MES th\u00ec l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u chi ti\u1ebft, nh\u01b0 nhi\u1ec7t \u0111\u1ed9 l\u00f2 nung t\u1ea1i th\u1eddi \u0111i\u1ec3m c\u1ee5 th\u1ec3, t\u1ed1c \u0111\u1ed9 b\u0103ng t\u1ea3i hi\u1ec7n t\u1ea1i, s\u1ed1 l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u1eeba ho\u00e0n th\u00e0nh trong m\u1ed9t gi\u1edd.<\/p>\n\n\n\n

Tuy v\u1eady, m\u1ed1i quan h\u1ec7 gi\u1eefa MES v\u00e0 ERP l\u00e0 quan h\u1ec7 b\u1ed5 sung ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf. ERP cung c\u1ea5p cho MES c\u00e1c l\u1ec7nh s\u1ea3n xu\u1ea5t v\u00e0 k\u1ebf ho\u1ea1ch t\u1ed5ng th\u1ec3, trong khi MES b\u00e1o c\u00e1o ng\u01b0\u1ee3c l\u1ea1i ERP v\u1ec1 t\u00ecnh h\u00ecnh th\u1ef1c hi\u1ec7n, ti\u00eau hao t\u00e0i nguy\u00ean th\u1ef1c t\u1ebf v\u00e0 ti\u1ebfn \u0111\u1ed9 ho\u00e0n th\u00e0nh.<\/p>\n\n\n\n

4.2 So s\u00e1nh MES v\u00e0 SCADA, PLC<\/h3>\n\n\n\n

SCADA v\u00e0 PLC thu\u1ed9c nh\u00f3m c\u00e1c h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n c\u00f4ng nghi\u1ec7p, \u0111\u1eb7t tr\u1ecdng t\u00e2m v\u00e0o vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n tr\u1ef1c ti\u1ebfp c\u00e1c thi\u1ebft b\u1ecb v\u00e0 quy tr\u00ecnh. PLC ho\u1ea1t \u0111\u1ed9ng nh\u01b0 “b\u1ed9 n\u00e3o” \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb c\u01a1 kh\u00ed, trong khi SCADA cung c\u1ea5p giao di\u1ec7n gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u khi\u1ec3n t\u1eeb xa cho con ng\u01b0\u1eddi.<\/p>\n\n\n\n

MES ho\u1ea1t \u0111\u1ed9ng \u1edf t\u1ea7ng cao h\u01a1n, s\u1eed d\u1ee5ng d\u1eef li\u1ec7u t\u1eeb SCADA v\u00e0 PLC \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng qu\u1ea3n l\u00fd v\u00e0 t\u1ed1i \u01b0u h\u00f3a. N\u1ebfu so s\u00e1nh v\u1edbi m\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a ISA-95, PLC n\u1eb1m \u1edf t\u1ea7ng 1 (\u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb), SCADA \u1edf t\u1ea7ng 2 (gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u khi\u1ec3n), MES \u1edf t\u1ea7ng 3 (qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t), c\u00f2n ERP \u1edf t\u1ea7ng 4-5 (qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p).<\/p>\n\n\n\n

V\u1ec1 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u, SCADA v\u00e0 PLC x\u1eed l\u00fd d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c nh\u01b0ng t\u1eadp trung v\u00e0o vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n, c\u00f2n MES x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e2n t\u00edch, b\u00e1o c\u00e1o v\u00e0 t\u1ed1i \u01b0u h\u00f3a. MES th\u01b0\u1eddng c\u00f3 kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef d\u1eef li\u1ec7u l\u1ecbch s\u1eed l\u00e2u d\u00e0i v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p h\u01a1n SCADA v\u00e0 PLC.<\/p>\n\n\n\n

\u0110\u1ec3 thi\u1ebft l\u1eadp n\u00ean m\u1ed9t h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ea1nh m\u1ebd, doanh nghi\u1ec7p c\u1ea7n k\u1ebft h\u1ee3p MES, SCADA v\u00e0 PLC. Trong \u0111\u00f3, PLC \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb, SCADA cung c\u1ea5p giao di\u1ec7n v\u1eadn h\u00e0nh, v\u00e0 MES qu\u1ea3n l\u00fd t\u1ed5ng th\u1ec3 quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n\n\n

\n
\"So
So s\u00e1nh MES v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t kh\u00e1c<\/em><\/figcaption><\/figure><\/div>\n\n\n

4.3 Vai tr\u00f2 c\u1ee7a MES trong nh\u00e0 m\u00e1y th\u00f4ng minh (Smart Factory)<\/h3>\n\n\n\n

Trong m\u00f4 h\u00ecnh nh\u00e0 m\u00e1y th\u00f4ng minh<\/a>, MES gi\u1ed1ng nh\u01b0 m\u1ed9t trung t\u00e2m th\u1ea7n kinh, gi\u00fap k\u1ebft n\u1ed1i v\u00e0 \u0111i\u1ec1u ph\u1ed1i t\u1ea5t c\u1ea3 c\u00e1c th\u00e0nh ph\u1ea7n kh\u00e1c trong h\u1ec7 th\u1ed1ng. MES kh\u00f4ng ch\u1ec9 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c thi\u1ebft b\u1ecb m\u00e0 c\u00f2n s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 AI, machine learning \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh.<\/p>\n\n\n\n

Kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u1edbi IoT gi\u00fap MES m\u1edf r\u1ed9ng ph\u1ea1m vi gi\u00e1m s\u00e1t ra to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y, t\u1eeb d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t \u0111\u1ebfn kho b\u00e3i, t\u1eeb h\u1ec7 th\u1ed1ng \u0111i\u1ec7n \u0111\u1ebfn h\u1ec7 th\u1ed1ng th\u00f4ng gi\u00f3. M\u1ecdi th\u00f4ng tin \u0111\u1ec1u \u0111\u01b0\u1ee3c t\u1eadp trung v\u1ec1 MES \u0111\u1ec3 x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch t\u1ed5ng th\u1ec3.<\/p>\n\n\n\n

MES c\u0169ng \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c nguy\u00ean t\u1eafc c\u1ee7a c\u00f4ng nghi\u1ec7p 4.0<\/a> nh\u01b0 customization (t\u00f9y ch\u1ec9nh s\u1ea3n ph\u1ea9m), flexibility (linh ho\u1ea1t s\u1ea3n xu\u1ea5t), v\u00e0 sustainability (b\u1ec1n v\u1eefng). H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nhanh ch\u00f3ng \u0111i\u1ec1u ch\u1ec9nh quy tr\u00ecnh s\u1ea3n xu\u1ea5t \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u c\u00e1 nh\u00e2n h\u00f3a c\u1ee7a kh\u00e1ch h\u00e0ng m\u00e0 v\u1eabn duy tr\u00ec hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t cao.<\/p>\n\n\n\n

\u0110\u1ecdc th\u00eam:<\/strong> C\u00f4ng ngh\u1ec7 4.0 l\u00e0 g\u00ec? T\u00e1c \u0111\u1ed9ng v\u00e0 \u1ee9ng d\u1ee5ng trong doanh nghi\u1ec7p<\/a><\/p>\n\n\n\n

5. \u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf v\u00e0 quy tr\u00ecnh tri\u1ec3n khai MES t\u1ea1i doanh nghi\u1ec7p Vi\u1ec7t Nam<\/h2>\n\n\n\n

5.1 C\u00e1c b\u01b0\u1edbc tri\u1ec3n khai MES trong nh\u00e0 m\u00e1y<\/h3>\n\n\n\n

Quy tr\u00ecnh tri\u1ec3n khai MES th\u01b0\u1eddng b\u1eaft \u0111\u1ea7u v\u1edbi giai \u0111o\u1ea1n kh\u1ea3o s\u00e1t v\u00e0 ph\u00e2n t\u00edch nhu c\u1ea7u v\u1eadn h\u00e0nh. \u0110\u1ed9i ng\u0169 chuy\u00ean gia s\u1ebd \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n quy tr\u00ecnh s\u1ea3n xu\u1ea5t hi\u1ec7n t\u1ea1i, x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m ngh\u1ebdn, v\u1ea5n \u0111\u1ec1 c\u1ea7n gi\u1ea3i quy\u1ebft v\u00e0 m\u1ee5c ti\u00eau c\u1ea3i thi\u1ec7n c\u1ee5 th\u1ec3. Giai \u0111o\u1ea1n n\u00e0y \u0111\u00f2i h\u1ecfi s\u1ef1 ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd gi\u1eefa \u0111\u1ed9i ng\u0169 IT, k\u1ef9 thu\u1eadt s\u1ea3n xu\u1ea5t v\u00e0 qu\u1ea3n l\u00fd c\u1ea5p cao \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o hi\u1ec3u r\u00f5 y\u00eau c\u1ea7u th\u1ef1c t\u1ebf.<\/p>\n\n\n\n

Sau khi x\u00e1c \u0111\u1ecbnh r\u00f5 nhu c\u1ea7u, b\u01b0\u1edbc ti\u1ebfp theo l\u00e0 l\u1ef1a ch\u1ecdn gi\u1ea3i ph\u00e1p MES ph\u00f9 h\u1ee3p. Th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam hi\u1ec7n c\u00f3 nhi\u1ec1u l\u1ef1a ch\u1ecdn t\u1eeb c\u00e1c nh\u00e0 cung c\u1ea5p trong n\u01b0\u1edbc v\u00e0 qu\u1ed1c t\u1ebf, m\u1ed7i gi\u1ea3i ph\u00e1p c\u00f3 nh\u1eefng \u0111i\u1ec3m m\u1ea1nh ri\u00eang. Vi\u1ec7c l\u1ef1a ch\u1ecdn c\u1ea7n c\u00e2n nh\u1eafc c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 t\u00ednh t\u01b0\u01a1ng th\u00edch v\u1edbi h\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, chi ph\u00ed tri\u1ec3n khai v\u00e0 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt.<\/p>\n\n\n\n

Giai \u0111o\u1ea1n thi\u1ebft k\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n d\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch nhu c\u1ea7u. \u0110\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt s\u1ebd thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng, c\u1ea5u h\u00ecnh ph\u1ea7n m\u1ec1m v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c module t\u00f9y ch\u1ec9nh n\u1ebfu c\u1ea7n. Vi\u1ec7c thi\u1ebft k\u1ebf giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng c\u0169ng \u0111\u01b0\u1ee3c ch\u00fa tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o d\u1ec5 s\u1eed d\u1ee5ng cho \u0111\u1ed9i ng\u0169 v\u1eadn h\u00e0nh.<\/p>\n\n\n\n

Tri\u1ec3n khai pilot (th\u00ed \u0111i\u1ec3m) l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng gi\u00fap ki\u1ec3m tra hi\u1ec7u qu\u1ea3 c\u1ee7a h\u1ec7 th\u1ed1ng tr\u00ean quy m\u00f4 nh\u1ecf tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i. Th\u00f4ng th\u01b0\u1eddng, doanh nghi\u1ec7p s\u1ebd ch\u1ecdn m\u1ed9t d\u00e2y chuy\u1ec1n ho\u1eb7c ph\u00e2n x\u01b0\u1edfng \u0111\u1ec3 tri\u1ec3n khai th\u1eed nghi\u1ec7m, theo d\u00f5i k\u1ebft qu\u1ea3 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u1ea7n thi\u1ebft.<\/p>\n\n\n\n

Ngo\u00e0i ra, th\u00e0nh c\u00f4ng c\u1ee7a d\u1ef1 \u00e1n tri\u1ec3n khai MES c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1ch th\u1ee9c \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1. Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng \u0111\u1ed1i t\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng, t\u1eeb c\u00f4ng nh\u00e2n v\u1eadn h\u00e0nh \u0111\u1ebfn qu\u1ea3n l\u00fd c\u1ea5p trung v\u00e0 c\u1ea5p cao. Vi\u1ec7c \u0111\u00e0o t\u1ea1o kh\u00f4ng ch\u1ec9 t\u1eadp trung v\u00e0o k\u1ef9 n\u0103ng s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng m\u00e0 c\u00f2n gi\u00fap thay \u0111\u1ed5i t\u01b0 duy l\u00e0m vi\u1ec7c theo h\u01b0\u1edbng d\u1eef li\u1ec7u h\u00f3a.<\/p>\n\n\n\n

5.2 V\u00ed d\u1ee5 th\u1ef1c t\u1ebf t\u1ea1i c\u00e1c ng\u00e0nh: \u0111i\u1ec7n t\u1eed, d\u01b0\u1ee3c ph\u1ea9m, th\u1ef1c ph\u1ea9m, \u00f4 t\u00f4<\/h3>\n\n\n\n

Trong ng\u00e0nh \u0111i\u1ec7n t\u1eed, m\u1ed9t c\u00f4ng ty s\u1ea3n xu\u1ea5t linh ki\u1ec7n t\u1ea1i B\u1eafc Ninh \u0111\u00e3 tri\u1ec3n khai MES \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c s\u1ea3n ph\u1ea9m theo y\u00eau c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng qu\u1ed1c t\u1ebf. Tr\u01b0\u1edbc khi c\u00f3 MES, vi\u1ec7c truy t\u00ecm th\u00f4ng tin m\u1ed9t s\u1ea3n ph\u1ea9m c\u1ee5 th\u1ec3 c\u00f3 th\u1ec3 m\u1ea5t \u0111\u1ebfn v\u00e0i ng\u00e0y. Sau khi tri\u1ec3n khai, th\u1eddi gian n\u00e0y \u0111\u01b0\u1ee3c r\u00fat ng\u1eafn xu\u1ed1ng ch\u1ec9 c\u00f2n v\u00e0i ph\u00fat, \u0111\u1ed3ng th\u1eddi \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a th\u00f4ng tin \u0111\u01b0\u1ee3c n\u00e2ng cao \u0111\u00e1ng k\u1ec3.<\/p>\n\n\n\n

Ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m c\u00f3 nh\u1eefng y\u00eau c\u1ea7u \u0111\u1eb7c bi\u1ec7t v\u1ec1 tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh GMP v\u00e0 FDA. M\u1ed9t nh\u00e0 m\u00e1y d\u01b0\u1ee3c t\u1ea1i TP.HCM \u0111\u00e3 s\u1eed d\u1ee5ng MES \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh ghi ch\u00e9p s\u1ea3n xu\u1ea5t, t\u1eeb vi\u1ec7c c\u00e2n nguy\u00ean li\u1ec7u \u0111\u1ebfn \u0111\u00f3ng g\u00f3i s\u1ea3n ph\u1ea9m. H\u1ec7 th\u1ed1ng kh\u00f4ng ch\u1ec9 gi\u1ea3m thi\u1ec3u sai s\u00f3t do ghi ch\u00e9p th\u1ee7 c\u00f4ng m\u00e0 c\u00f2n t\u1ea1o ra audit trail (d\u1ea5u v\u1ebft ki\u1ec3m to\u00e1n) ho\u00e0n ch\u1ec9nh, gi\u00fap doanh nghi\u1ec7p v\u01b0\u1ee3t qua c\u00e1c cu\u1ed9c ki\u1ec3m tra c\u1ee7a c\u01a1 quan qu\u1ea3n l\u00fd.<\/p>\n\n\n\n

Trong l\u0129nh v\u1ef1c th\u1ef1c ph\u1ea9m, m\u1ed9t c\u00f4ng ty ch\u1ebf bi\u1ebfn th\u1ee7y s\u1ea3n xu\u1ea5t kh\u1ea9u \u0111\u00e3 \u00e1p d\u1ee5ng MES \u0111\u1ec3 ki\u1ec3m so\u00e1t nhi\u1ec7t \u0111\u1ed9 v\u00e0 th\u1eddi gian trong su\u1ed1t quy tr\u00ecnh ch\u1ebf bi\u1ebfn v\u00e0 b\u1ea3o qu\u1ea3n. H\u1ec7 th\u1ed1ng gi\u00fap \u0111\u1ea3m b\u1ea3o an to\u00e0n th\u1ef1c ph\u1ea9m v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c ti\u00eau chu\u1ea9n HACCP, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p th\u00f4ng tin truy xu\u1ea5t ngu\u1ed3n g\u1ed1c chi ti\u1ebft ph\u1ee5c v\u1ee5 xu\u1ea5t kh\u1ea9u.<\/p>\n\n\n\n

Ng\u00e0nh \u00f4 t\u00f4 v\u1edbi s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a chu\u1ed7i cung \u1ee9ng v\u00e0 y\u00eau c\u1ea7u ch\u1ea5t l\u01b0\u1ee3ng cao c\u0169ng c\u00f3 th\u1ec3 h\u01b0\u1edfng l\u1ee3i t\u1eeb MES. M\u1ed9t nh\u00e0 m\u00e1y l\u1eafp r\u00e1p \u00f4 t\u00f4 t\u1ea1i H\u1ea3i Ph\u00f2ng \u0111\u00e3 s\u1eed d\u1ee5ng MES \u0111\u1ec3 theo d\u00f5i t\u1eebng kh\u00e2u trong quy tr\u00ecnh s\u1ea3n xu\u1ea5t xe, t\u1eeb kh\u00e2u h\u00e0n th\u00e2n v\u1ecf \u0111\u1ebfn ki\u1ec3m tra cu\u1ed1i c\u00f9ng, \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o tung ra th\u1ecb tr\u01b0\u1eddng nh\u1eefng chi\u1ebfc xe ch\u1ea5t l\u01b0\u1ee3ng cao.<\/p>\n\n\n

\n
\"\u1ee8ng
\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf v\u00e0 quy tr\u00ecnh tri\u1ec3n khai MES t\u1ea1i doanh nghi\u1ec7p Vi\u1ec7t Nam<\/em><\/figcaption><\/figure><\/div>\n\n\n

5.3 Th\u00e1ch th\u1ee9c th\u01b0\u1eddng g\u1eb7p v\u00e0 kinh nghi\u1ec7m tri\u1ec3n khai MES<\/h3>\n\n\n\n

M\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t khi tri\u1ec3n khai MES t\u1ea1i Vi\u1ec7t Nam l\u00e0 s\u1ef1 kh\u00e1ng c\u1ef1 thay \u0111\u1ed5i t\u1eeb ph\u00eda nh\u00e2n vi\u00ean. Nhi\u1ec1u c\u00f4ng nh\u00e2n v\u00e0 c\u00e1n b\u1ed9 k\u1ef9 thu\u1eadt \u0111\u00e3 quen v\u1edbi c\u00e1ch l\u00e0m vi\u1ec7c truy\u1ec1n th\u1ed1ng, n\u00ean lo ng\u1ea1i v\u1ec1 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi. Gi\u1ea3i ph\u00e1p cho v\u1ea5n \u0111\u1ec1 n\u00e0y l\u00e0 t\u1ed5 ch\u1ee9c c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u00e0 truy\u1ec1n th\u00f4ng n\u1ed9i b\u1ed9 t\u1ed1t, gi\u00fap nh\u00e2n vi\u00ean hi\u1ec3u r\u00f5 l\u1ee3i \u00edch c\u1ee7a h\u1ec7 th\u1ed1ng v\u00e0 c\u00e1ch th\u1ee9c s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n

Chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u0169ng l\u00e0 m\u1ed1i b\u1eadn t\u00e2m c\u1ee7a nhi\u1ec1u doanh nghi\u1ec7p, nh\u1ea5t l\u00e0 c\u00e1c c\u00f4ng ty v\u1eeba v\u00e0 nh\u1ecf. Tuy nhi\u00ean, kinh nghi\u1ec7m cho th\u1ea5y ROI (Return on Investment) c\u1ee7a MES th\u01b0\u1eddng r\u1ea5t t\u00edch c\u1ef1c, v\u1edbi th\u1eddi gian ho\u00e0n v\u1ed1n t\u1eeb 18-36 th\u00e1ng th\u00f4ng qua vi\u1ec7c t\u0103ng n\u0103ng su\u1ea5t, gi\u1ea3m l\u00e3ng ph\u00ed v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n

V\u1ea5n \u0111\u1ec1 t\u00edch h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n c\u00f3 c\u0169ng l\u00e0 th\u00e1ch th\u1ee9c ph\u1ea3i k\u1ec3 \u0111\u1ebfn. Nhi\u1ec1u nh\u00e0 m\u00e1y t\u1ea1i Vi\u1ec7t Nam s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb t\u1eeb nhi\u1ec1u nh\u00e0 cung c\u1ea5p kh\u00e1c nhau, khi\u1ebfn vi\u1ec7c k\u1ebft n\u1ed1i v\u00e0 \u0111\u1ed3ng b\u1ed9 d\u1eef li\u1ec7u \u0111\u00f2i h\u1ecfi k\u1ef9 thu\u1eadt cao. Gi\u1ea3i ph\u00e1p l\u00e0 s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 middleware (l\u1edbp ph\u1ea7n m\u1ec1m trung gian) v\u00e0 API chu\u1ea9n \u0111\u1ec3 t\u1ea1o c\u1ea7u n\u1ed1i gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n

Thi\u1ebfu nh\u00e2n l\u1ef1c c\u00f3 kinh nghi\u1ec7m v\u1ec1 MES c\u0169ng l\u00e0 m\u1ed9t tr\u1edf ng\u1ea1i c\u1ea7n v\u01b0\u1ee3t qua. D\u00f9 th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam \u0111ang c\u00f3 nhu c\u1ea7u l\u1edbn v\u1ec1 c\u00e1c chuy\u00ean gia MES nh\u01b0ng ngu\u1ed3n cung c\u00f2n h\u1ea1n ch\u1ebf. Nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 ch\u1ecdn c\u00e1ch h\u1ee3p t\u00e1c v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c c\u00f4ng ngh\u1ec7 qu\u1ed1c t\u1ebf v\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1 n\u1ed9i b\u1ed9.<\/p>\n\n\n\n

6. Xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n MES v\u00e0 nh\u00e0 m\u00e1y th\u00f4ng minh trong t\u01b0\u01a1ng lai<\/h2>\n\n\n\n

6.1 MES v\u00e0 xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 (Digital Transformation)<\/h3>\n\n\n\n

MES \u0111ang tr\u1edf th\u00e0nh x\u01b0\u01a1ng s\u1ed1ng c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e0nh s\u1ea3n xu\u1ea5t, n\u00f3 kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd m\u00e0 c\u00f2n l\u00e0 n\u1ec1n t\u1ea3ng cho vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn kh\u00e1c. C\u1ee5 th\u1ec3 h\u01a1n, MES \u0111\u00f3ng vai tr\u00f2 l\u00e0 m\u1ed9t trung t\u00e2m d\u1eef li\u1ec7u, \u0111\u1ea3m nh\u1eadn vi\u1ec7c thu th\u1eadp v\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u t\u1eeb m\u1ecdi ngu\u1ed3n trong nh\u00e0 m\u00e1y \u0111\u1ec3 ph\u1ee5c v\u1ee5 cho c\u00e1c \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n\n\n\n

Xu h\u01b0\u1edbng cloud-based MES (MES tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y) \u0111ang ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn, cho ph\u00e9p doanh nghi\u1ec7p truy c\u1eadp h\u1ec7 th\u1ed1ng t\u1eeb m\u1ecdi n\u01a1i v\u00e0 gi\u1ea3m chi ph\u00ed \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng. C\u00e1c gi\u1ea3i ph\u00e1p MES tr\u00ean cloud c\u0169ng c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng linh ho\u1ea1t v\u00e0 c\u1eadp nh\u1eadt t\u00ednh n\u0103ng nhanh ch\u00f3ng, ph\u00f9 h\u1ee3p v\u1edbi t\u1ed1c \u0111\u1ed9 thay \u0111\u1ed5i c\u1ee7a th\u1ecb tr\u01b0\u1eddng hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n\n\n

Mobile MES c\u0169ng l\u00e0 m\u1ed9t xu h\u01b0\u1edbng \u0111ang \u0111\u01b0\u1ee3c r\u1ea5t nhi\u1ec1u doanh nghi\u1ec7p quan t\u00e2m, khi cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng qu\u1ea3n l\u00fd v\u00e0 gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t th\u00f4ng qua c\u00e1c thi\u1ebft b\u1ecb di \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd c\u1ea7n theo d\u00f5i t\u00ecnh h\u00ecnh s\u1ea3n xu\u1ea5t khi kh\u00f4ng c\u00f3 m\u1eb7t t\u1ea1i nh\u00e0 m\u00e1y, ho\u1eb7c cho c\u00e1c k\u1ef9 thu\u1eadt vi\u00ean c\u1ea7n truy c\u1eadp th\u00f4ng tin khi \u0111ang di chuy\u1ec3n gi\u1eefa c\u00e1c khu v\u1ef1c s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

6.2 MES t\u00edch h\u1ee3p AI, IoT, d\u1eef li\u1ec7u l\u1edbn v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a trong s\u1ea3n xu\u1ea5t<\/h3>\n\n\n\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1ch MES x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. C\u00e1c thu\u1eadt to\u00e1n machine learning c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c pattern (m\u1eabu) ph\u1ee9c t\u1ea1p trong d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 thi\u1ebft b\u1ecb tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra, v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c bi\u1ec7n ph\u00e1p c\u1ea3i ti\u1ebfn quy tr\u00ecnh. Predictive maintenance (b\u1ea3o tr\u00ec d\u1ef1 b\u00e1o) l\u00e0 m\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng AI th\u00e0nh c\u00f4ng nh\u1ea5t trong MES, gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian ng\u1eebng m\u00e1y ngo\u00e0i d\u1ef1 ki\u1ebfn.<\/p>\n\n\n\n

Song song \u0111\u00f3, IoT \u0111ang m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng thu th\u1eadp d\u1eef li\u1ec7u c\u1ee7a MES ra to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y v\u00e0 chu\u1ed7i cung \u1ee9ng. C\u00e1c c\u1ea3m bi\u1ebfn IoT c\u00f3 th\u1ec3 theo d\u00f5i tr\u1ea1ng th\u00e1i m\u00e1y m\u00f3c, m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c, n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5, v\u00e0 th\u1eadm ch\u00ed c\u1ea3 h\u00e0nh vi c\u1ee7a nh\u00e2n vi\u00ean. D\u1eef li\u1ec7u t\u1eeb IoT gi\u00fap MES c\u00f3 c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n v\u00e0 chuy\u00ean s\u00e2u v\u1ec1 t\u1eebng ho\u1ea1t \u0111\u1ed9ng trong s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

Big Data analytics (ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn) th\u00ec cho ph\u00e9p MES x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau. Vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed k\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c gi\u00fap t\u00ecm ra nh\u1eefng hi\u1ec3u bi\u1ebft qu\u00fd gi\u00e1 v\u1ec1 hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t, ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed.<\/p>\n\n\n\n

Kh\u00f4ng ch\u1ec9 v\u1eady, Robotic Process Automation (c\u00f4ng ngh\u1ec7 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1eb1ng robot) \u0111ang \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u v\u00e0o MES \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u00e1c v\u1ee5 l\u1eb7p l\u1ea1i trong quy tr\u00ecnh c\u00f4ng vi\u1ec7c. RPA c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ea1o b\u00e1o c\u00e1o, c\u1eadp nh\u1eadt d\u1eef li\u1ec7u gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng, v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng th\u01b0\u1eddng xuy\u00ean, t\u1eeb \u0111\u00f3 gi\u1ea3m t\u1ea3i \u00e1p l\u1ef1c cho nh\u00e2n vi\u00ean.<\/p>\n\n\n

\n
\"Xu
Xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n MES v\u00e0 nh\u00e0 m\u00e1y th\u00f4ng minh trong t\u01b0\u01a1ng lai<\/em><\/figcaption><\/figure><\/div>\n\n\n

6.3 T\u01b0\u01a1ng lai c\u1ee7a MES trong chi\u1ebfn l\u01b0\u1ee3c s\u1ea3n xu\u1ea5t th\u00f4ng minh v\u00e0 c\u00f4ng nghi\u1ec7p 4.0<\/h3>\n\n\n\n

MES trong t\u01b0\u01a1ng lai s\u1ebd ph\u00e1t tri\u1ec3n th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng t\u1ef1 h\u1ecdc v\u00e0 t\u1ef1 t\u1ed1i \u01b0u, c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh quy tr\u00ecnh s\u1ea3n xu\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1ef1c t\u1ebf v\u00e0 m\u1ee5c ti\u00eau c\u1ee7a doanh nghi\u1ec7p. M\u1ed9t s\u1ed1 nh\u00e0 m\u00e1y ti\u00ean ti\u1ebfn hi\u1ec7n \u0111\u00e3 b\u1eaft \u0111\u1ea7u th\u1eed nghi\u1ec7m MES nh\u1eadn th\u1ee9c (h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng \u201csuy ngh\u0129\u201d v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh g\u1ea7n gi\u1ed1ng con ng\u01b0\u1eddi).<\/p>\n\n\n\n

Trong m\u00f4 h\u00ecnh Nh\u00e0 m\u00e1y c\u1ee7a t\u01b0\u01a1ng lai, MES c\u00f2n \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t b\u1ea3n sao s\u1ed1 c\u1ee7a to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y. Nh\u1edd \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng v\u00e0 th\u1eed nghi\u1ec7m nhi\u1ec1u k\u1ecbch b\u1ea3n v\u1eadn h\u00e0nh kh\u00e1c nhau tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng ngo\u00e0i th\u1ef1c t\u1ebf, gi\u00fap gi\u1ea3m r\u1ee7i ro v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed.<\/p>\n\n\n\n

Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c gi\u1eefa MES v\u00e0 con ng\u01b0\u1eddi c\u0169ng s\u1ebd \u0111\u01b0\u1ee3c n\u00e2ng c\u1ea5p m\u1ea1nh m\u1ebd th\u00f4ng qua nh\u1eefng c\u00e1ch \u0111i\u1ec1u khi\u1ec3n t\u1ef1 nhi\u00ean nh\u01b0 gi\u1ecdng n\u00f3i, c\u1eed ch\u1ec9, ho\u1eb7c giao di\u1ec7n th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng. C\u00f4ng nh\u00e2n v\u00e0 k\u1ef9 s\u01b0 c\u00f3 th\u1ec3 \u0111i\u1ec1u khi\u1ec3n h\u1ec7 th\u1ed1ng ch\u1ec9 b\u1eb1ng l\u1eddi n\u00f3i ho\u1eb7c thao t\u00e1c tay, gi\u00fap vi\u1ec7c v\u1eadn h\u00e0nh tr\u1edf n\u00ean ti\u1ec7n l\u1ee3i h\u01a1n.<\/p>\n\n\n\n

B\u00ean c\u1ea1nh \u0111\u00f3, t\u00ednh b\u1ec1n v\u1eefng s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t t\u00ednh n\u0103ng c\u1ed1t l\u00f5i. MES t\u01b0\u01a1ng lai kh\u00f4ng ch\u1ec9 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t s\u1ea3n xu\u1ea5t m\u00e0 c\u00f2n gi\u00e1m s\u00e1t v\u00e0 gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng, h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p \u0111\u1ea1t m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh m\u00f4i tr\u01b0\u1eddng ng\u00e0y c\u00e0ng nghi\u00eam ng\u1eb7t.<\/p>\n\n\n\n

7. K\u1ebft n\u1ed1i MES v\u1edbi h\u1ec7 sinh th\u00e1i qu\u1ea3n tr\u1ecb t\u1ed5ng th\u1ec3 c\u1ee7a doanh nghi\u1ec7p<\/h2>\n\n\n\n

MES h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p theo d\u00f5i v\u00e0 t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t. Nh\u01b0ng \u0111\u00f3 ch\u1ec9 l\u00e0 m\u1ed9t \u201cm\u1ea3nh gh\u00e9p\u201d trong b\u1ee9c tranh qu\u1ea3n tr\u1ecb t\u1ed5ng th\u1ec3. D\u1eef li\u1ec7u t\u1eeb MES c\u1ea7n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng kh\u00e1c, \u0111\u1ec3 cung c\u1ea5p cho ban l\u00e3nh \u0111\u1ea1o c\u00e1i nh\u00ecn bao qu\u00e1t v\u1ec1 m\u1ecdi m\u1eb7t: t\u1eeb s\u1ea3n xu\u1ea5t, kho v\u1eadn, logistics, t\u00e0i ch\u00ednh \u0111\u1ebfn nh\u00e2n s\u1ef1 v\u00e0 kh\u00e1ch h\u00e0ng. Nh\u1edd \u0111\u00f3, c\u00e1c \u201c\u0111i\u1ec3m n\u00f3ng\u201d trong chu\u1ed7i v\u1eadn h\u00e0nh m\u1edbi c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd k\u1ecbp th\u1eddi.<\/p>\n\n\n\n

V\u00e0 \u0111\u00e2y c\u0169ng ch\u00ednh l\u00e0 gi\u00e1 tr\u1ecb m\u00e0 Base.vn \u2013 N\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p to\u00e0n di\u1ec7n<\/a> mang l\u1ea1i cho doanh nghi\u1ec7p. Base.vn s\u1ebd gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u qu\u1ea3 qu\u1ea3n tr\u1ecb c\u00e1c l\u0129nh v\u1ef1c c\u1ed1t l\u00f5i nh\u01b0::<\/p>\n\n\n\n

– Qu\u1ea3n tr\u1ecb s\u1ea3n xu\u1ea5t & v\u1eadn h\u00e0nh: <\/strong>S\u1ed1 ho\u00e1 th\u1ee7 t\u1ee5c, r\u00fat ng\u1eafn quy tr\u00ecnh, thi\u1ebft l\u1eadp ca k\u00edp linh ho\u1ea1t, h\u1ed7 tr\u1ee3 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t v\u1eadn h\u00e0nh li\u00ean t\u1ee5c v\u1edbi hi\u1ec7u su\u1ea5t cao.<\/p>\n\n\n\n

– Qu\u1ea3n l\u00fd logistics to\u00e0n tr\u00ecnh:<\/strong> T\u1eeb kho, \u0111\u01a1n h\u00e0ng, \u0111\u1ed9i xe \u0111\u1ebfn giao nh\u1eadn cu\u1ed1i; s\u1ed1 ho\u00e1 \u0111i\u1ec1u ph\u1ed1i, c\u1eadp nh\u1eadt tr\u1ea1ng th\u00e1i th\u1eddi gian th\u1ef1c, t\u1ef1 \u0111\u1ed9ng b\u00e1o c\u00e1o \u0111\u1ec3 ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 minh b\u1ea1ch h\u00f3a d\u1eef li\u1ec7u.<\/p>\n\n\n\n

– Gi\u00e1m s\u00e1t t\u00e0i ch\u00ednh: <\/strong>Ki\u1ec3m so\u00e1t c\u00e1c kho\u1ea3n chi ph\u00ed, doanh thu, duy\u1ec7t chi, \u0111\u1ed1i so\u00e1t, qu\u1ea3n l\u00fd t\u00ecnh tr\u1ea1ng s\u1eed d\u1ee5ng t\u00e0i s\u1ea3n v\u00e0 hi\u1ec7n tr\u1ea1ng thanh to\u00e1n theo th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n

– CRM & qu\u1ea3n l\u00fd kh\u00e1ch h\u00e0ng:<\/strong> Qu\u1ea3n tr\u1ecb pipeline b\u00e1n h\u00e0ng, t\u1ef1 \u0111\u1ed9ng h\u00f3a b\u00e1o gi\u00e1, h\u1ee3p \u0111\u1ed3ng, ch\u0103m s\u00f3c sau b\u00e1n (ticket, feedback, upsell) \u0111\u1ec3 gia t\u0103ng gi\u00e1 tr\u1ecb v\u00f2ng \u0111\u1eddi kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

– Ki\u1ec3m so\u00e1t c\u00f4ng vi\u1ec7c & d\u1ef1 \u00e1n:<\/strong> T\u1ed5 ch\u1ee9c lu\u1ed3ng c\u00f4ng vi\u1ec7c khoa h\u1ecdc theo t\u1eebng ph\u00f2ng ban, tr\u00ecnh k\u00fd – ph\u00ea duy\u1ec7t \u0111\u1ec1 xu\u1ea5t m\u1ecdi l\u00fac m\u1ecdi n\u01a1i v\u1edbi ph\u00e2n quy\u1ec1n v\u00e0 ph\u00e2n c\u00f4ng nhi\u1ec7m v\u1ee5 r\u00f5 r\u00e0ng.<\/p>\n\n\n\n

– Qu\u1ea3n tr\u1ecb & ph\u00e1t tri\u1ec3n nh\u00e2n l\u1ef1c:<\/strong> Theo d\u00f5i tr\u1ecdn v\u1eb9n v\u00f2ng \u0111\u1eddi nh\u00e2n s\u1ef1 t\u1eeb tuy\u1ec3n d\u1ee5ng, ch\u1ea5m c\u00f4ng, t\u00ednh l\u01b0\u01a1ng, ph\u00fac l\u1ee3i \u0111\u1ebfn \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t, h\u01b0\u1edbng t\u1edbi tr\u1ea3i nghi\u1ec7m nh\u00e2n s\u1ef1 t\u00edch c\u1ef1c v\u00e0 h\u1ea1nh ph\u00fac h\u01a1n.<\/p>\n\n\n\n

– Thi\u1ebft l\u1eadp truy\u1ec1n th\u00f4ng & tri th\u1ee9c n\u1ed9i b\u1ed9:<\/strong> X\u00e2y d\u1ef1ng kho th\u00f4ng tin t\u1eadp trung, d\u1ec5 t\u00ecm, d\u1ec5 chia s\u1ebb, g\u00f3p ph\u1ea7n x\u00e2y d\u1ef1ng v\u0103n ho\u00e1 h\u1ecdc t\u1eadp v\u00e0 th\u00fac \u0111\u1ea9y tinh th\u1ea7n g\u1eafn k\u1ebft trong t\u1ed5 ch\u1ee9c.<\/p>\n\n\n

\n
\"Base.vn<\/a>
Base.vn<\/a> – Gi\u1ea3i ph\u00e1p chuy\u1ec3n \u0111\u1ed5i s\u1ed1 cho doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t<\/em><\/figcaption><\/figure><\/div>\n\n\n

V\u1edbi Base.vn, doanh nghi\u1ec7p ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 ki\u1ebfn t\u1ea1o m\u1ed9t h\u1ec7 sinh th\u00e1i qu\u1ea3n tr\u1ecb h\u1ee3p nh\u1ea5t, cho ph\u00e9p m\u1ecdi th\u00e0nh vi\u00ean tham gia v\u00e0o h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 \u0111\u00f3ng g\u00f3p v\u00e0o m\u1ee5c ti\u00eau chung. \u0110\u00f3 c\u0169ng l\u00e0 l\u00fd do h\u01a1n 10.000+ doanh nghi\u1ec7p Vi\u1ec7t \u0111\u00e3 tin t\u01b0\u1edfng, l\u1ef1a ch\u1ecdn Base.vn l\u00e0m \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c cho qu\u00e1 tr\u00ecnh chuy\u1ec3n m\u00ecnh trong th\u1eddi \u0111\u1ea1i 4.0.<\/p>\n\n\n\n

8. K\u1ebft b\u00e0i<\/h2>\n\n\n\n

Hy v\u1ecdng b\u00e0i vi\u1ebft \u0111\u00e3 cung c\u1ea5p \u0111\u1ea7y \u0111\u1ee7 nh\u1eefng th\u00f4ng c\u1ea7n bi\u1ebft v\u1ec1 MES l\u00e0 g\u00ec. MES \u0111\u00e3 v\u00e0 \u0111ang ch\u1ee9ng minh vai tr\u00f2 kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a n\u00f3 trong h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a ng\u00e0nh s\u1ea3n xu\u1ea5t. \u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p Vi\u1ec7t Nam, vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o MES kh\u00f4ng ch\u1ec9 l\u00e0 b\u01b0\u1edbc \u0111i t\u1ea5t y\u1ebfu \u0111\u1ec3 n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ea1nh tranh m\u00e0 c\u00f2n l\u00e0 c\u01a1 h\u1ed9i \u0111\u1ec3 tham gia s\u00e2u h\u01a1n v\u00e0o chu\u1ed7i gi\u00e1 tr\u1ecb to\u00e0n c\u1ea7u, \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u ng\u00e0y c\u00e0ng kh\u1eaft khe c\u1ee7a kh\u00e1ch h\u00e0ng qu\u1ed1c t\u1ebf v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c s\u1ea3n ph\u1ea9m.<\/p>\n","protected":false},"excerpt":{"rendered":"

Trong m\u1ed9t quy tr\u00ecnh s\u1ea3n xu\u1ea5t, MES (Manufacturing Execution System) \u0111\u00f3ng vai tr\u00f2 c\u1ea7u n\u1ed1i gi\u1eefa k\u1ebf ho\u1ea1ch qu\u1ea3n l\u00fd c\u1ea5p cao v\u00e0 th\u1ef1c t\u1ebf v\u1eadn h\u00e0nh tr\u00ean s\u00e0n nh\u00e0 m\u00e1y. V\u1eady th\u1ef1c ch\u1ea5t th\u00ec MES l\u00e0 g\u00ec? C\u1ea5u tr\u00fac c\u1ee7a MES g\u1ed3m nh\u1eefng th\u00e0nh ph\u1ea7n n\u00e0o? V\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u1ee9ng d\u1ee5ng MES […]<\/p>\n","protected":false},"author":20,"featured_media":25180,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[20],"tags":[],"ppma_author":[64],"class_list":["post-25171","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kien-thuc-san-xuat"],"acf":[],"yoast_head":"\nMES l\u00e0 g\u00ec? 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